After the party comes the free lunch: regularizing ColBERT models to enhance pooling capabilities and reduce index footprint
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Recent Activity
Papers
ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models
LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR
Articles
lightonai/LightOnOCR-2-1B
Image-Text-to-Text • 1B • Updated • 134k • 713
lightonai/LateOn-hpool-regularized
Sentence Similarity • 0.1B • Updated • 82 • 5
lightonai/LateOn-regularized
Sentence Similarity • 0.1B • Updated • 2.91k • • 10
lightonai/LateOn
Sentence Similarity • 0.1B • Updated • 9.99k • • 49
lightonai/DenseOn
Sentence Similarity • 0.1B • Updated • 8.1k • • 28
lightonai/LightOnOCR-0.9B-32k-1025
0.9B • Updated • 32 • 20
lightonai/LightOnOCR-0.9B-16k-1025
0.9B • Updated • 33 • 13
lightonai/LightOnOCR-1B-1025
Image-to-Text • 1B • Updated • 194k • 254
lightonai/OriOn-Mistral
24B • Updated • 18 • 4
lightonai/OriOn-Qwen
33B • Updated • 23 • 8
lightonai/OriOn-Qwen-SR1
Image-Text-to-Text • 33B • Updated • 32 • 4
lightonai/LightOnOCR-2-1B-base
Image-Text-to-Text • 1B • Updated • 8.2k • 14
lightonai/LightOnOCR-2-1B-bbox-soup
Image-Text-to-Text • 1B • Updated • 12.9k • 15
lightonai/LightOnOCR-2-1B-ocr-soup
Image-Text-to-Text • 1B • Updated • 2.51k • 12
lightonai/LightOnOCR-2-1B-bbox-base
Image-Text-to-Text • 1B • Updated • 602 • 4
lightonai/LightOnOCR-2-1B-bbox
Image-Text-to-Text • 1B • Updated • 8.99k • 27
lightonai/lateon-fix-s
0.1B • Updated • 3 • 1
lightonai/Qwen3-8B-ZH-Pivot-EN
Text Generation • 8B • Updated • 10
lightonai/Qwen3-8B-ZH-Swap
Text Generation • 8B • Updated • 4
lightonai/Qwen3-8B-ZH
Text Generation • 8B • Updated • 13
lightonai/Qwen3-8B-SW-Pivot-EN
Text Generation • 8B • Updated • 8
lightonai/Qwen3-8B-SW-Swap
Text Generation • 8B • Updated • 4
lightonai/Qwen3-8B-FR-Pivot-EN
Text Generation • 8B • Updated • 16
lightonai/Qwen3-8B-SW
Text Generation • 8B • Updated • 19
lightonai/Qwen3-8B-FR
Text Generation • 8B • Updated • 14
lightonai/Qwen3-8B-FR-Swap
Text Generation • 8B • Updated • 4
lightonai/Qwen3-8B-ES
Text Generation • 8B • Updated • 13
lightonai/Qwen3-8B-ES-Swap
Text Generation • 8B • Updated • 3
lightonai/Qwen3-8B-ES-Pivot-EN
Text Generation • 8B • Updated • 9
lightonai/Qwen3-8B-EN
Text Generation • 8B • Updated • 18